Optimal components assignment problem for a flow network with node failure using fuzzy optimization
The optimal components assignment problem in a flow network with node failure in the presence of system reliability and total lead-time constraints is studied in this paper. By using fuzzy membership functions, we formulated the problem as fuzzy linear optimization. Genetic optimization algorithm wi...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2022-06-01
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| Series: | Ain Shams Engineering Journal |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S209044792100366X |
| _version_ | 1817981575681277952 |
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| author | M.R. Hassan H. Hamdy Salem Alkhalaf Ayman M Bahaa Eldin Mahrous Ahmed A.M. Hemeida |
| author_facet | M.R. Hassan H. Hamdy Salem Alkhalaf Ayman M Bahaa Eldin Mahrous Ahmed A.M. Hemeida |
| author_sort | M.R. Hassan |
| collection | DOAJ |
| description | The optimal components assignment problem in a flow network with node failure in the presence of system reliability and total lead-time constraints is studied in this paper. By using fuzzy membership functions, we formulated the problem as fuzzy linear optimization. Genetic optimization algorithm with fuzzy optimization is suggested for solving the presented problem. The suggested approach succeeded in finding an optimal solution that distinguishes with increasing reliability and minimizing total lead-time. The suggested technique is examined on various models, four nodes, six nodes, and eight nodes computer networks. |
| first_indexed | 2024-04-13T23:07:49Z |
| format | Article |
| id | doaj.art-deebf43a568741ce93481dc121b7da68 |
| institution | Directory Open Access Journal |
| issn | 2090-4479 |
| language | English |
| last_indexed | 2024-04-13T23:07:49Z |
| publishDate | 2022-06-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Ain Shams Engineering Journal |
| spelling | doaj.art-deebf43a568741ce93481dc121b7da682022-12-22T02:25:38ZengElsevierAin Shams Engineering Journal2090-44792022-06-01134101601Optimal components assignment problem for a flow network with node failure using fuzzy optimizationM.R. Hassan0H. Hamdy1Salem Alkhalaf2Ayman M Bahaa Eldin3Mahrous Ahmed4A.M. Hemeida5Computer Science Branch, Mathematics Department, Faculty of Science, Aswan University, EgyptComputer Science Branch, Mathematics Department, Faculty of Science, Aswan University, EgyptDepartment of Computer, College of Science and Arts in Ar-Rass, Qassim University, Ar Rass, Saudi ArabiaMisr International National University, Cairo, EgyptIEEE senior member, Department of Electrical Engineering, College of Engineering, Taif University, P.O. Box 11099, Taif 21944, Saudi ArabiaElectrical Engineering Department , Faculty of Energy Engineering, Aswan University, Egypt; Corresponding author at: Electrical Engineering Department, Faculty of Energy Engineering, Aswan University, Aswan, Egypt.The optimal components assignment problem in a flow network with node failure in the presence of system reliability and total lead-time constraints is studied in this paper. By using fuzzy membership functions, we formulated the problem as fuzzy linear optimization. Genetic optimization algorithm with fuzzy optimization is suggested for solving the presented problem. The suggested approach succeeded in finding an optimal solution that distinguishes with increasing reliability and minimizing total lead-time. The suggested technique is examined on various models, four nodes, six nodes, and eight nodes computer networks.http://www.sciencedirect.com/science/article/pii/S209044792100366XNetwork reliabilityComponents assignment problemStochastic-flow networksFuzzy multi-objective linear programmingNode failureGenetic algorithms |
| spellingShingle | M.R. Hassan H. Hamdy Salem Alkhalaf Ayman M Bahaa Eldin Mahrous Ahmed A.M. Hemeida Optimal components assignment problem for a flow network with node failure using fuzzy optimization Ain Shams Engineering Journal Network reliability Components assignment problem Stochastic-flow networks Fuzzy multi-objective linear programming Node failure Genetic algorithms |
| title | Optimal components assignment problem for a flow network with node failure using fuzzy optimization |
| title_full | Optimal components assignment problem for a flow network with node failure using fuzzy optimization |
| title_fullStr | Optimal components assignment problem for a flow network with node failure using fuzzy optimization |
| title_full_unstemmed | Optimal components assignment problem for a flow network with node failure using fuzzy optimization |
| title_short | Optimal components assignment problem for a flow network with node failure using fuzzy optimization |
| title_sort | optimal components assignment problem for a flow network with node failure using fuzzy optimization |
| topic | Network reliability Components assignment problem Stochastic-flow networks Fuzzy multi-objective linear programming Node failure Genetic algorithms |
| url | http://www.sciencedirect.com/science/article/pii/S209044792100366X |
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